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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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SPE Annual Technical Conference and Exhibition
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

810 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
810 works in the cohort · of 4,299,418page 1 of 17

Labels cover 0 of 810 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 810 of 810 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Measuring Hydraulic Fracture Growth in Naturally Fractured Rock
R. G. Jeffrey, Andrew P. Bunger, Brice Lecampion, X. Zhang, Zuorong Chen, Andre van As +6 more
2009· article· en· SPE Annual Technical Conference and Exhibition· Engineering
distilled prediction:candidate · noneconsensus · none
148
citations
aboutno affunlabeled
Advances in World Oil Shale Production Technologies
P.M. Crawford, Khosrow Biglarbigi, Anton Dammer, Emily Knaus
2008· article· en· SPE Annual Technical Conference and Exhibition· Engineering
distilled prediction:candidate · noneconsensus · none
78
citations
affunlabeled
What is the Magic of Water in Producing Sand?
Hans Vaziri, Bob Barree, Yuxing Xiao, I. D. Palmer, Mike Kutas
2002· article· en· SPE Annual Technical Conference and Exhibition· Engineering
distilled prediction:candidate · noneconsensus · none
70
citations
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How this was built: Screen · Findings · About